Fidel fits scientific models, monitors experiments, and delivers results on your schedule — no manual runs, no babysitting, no Monday morning surprises.
Every week you spend hours rerunning the same analyses.
Refitting models. Replotting data. Redoing what worked last month.
Science moves slow because researchers are stuck doing the same manual work over and over.
Fidel is the colleague who handles it for you.
Tell Fidel what you're fitting — regression, classification, time series, image registration. Specify the objective function and constraints.
Autonomously fits your model against new data as it arrives. Handles preprocessing, regularization selection, cross-validation, and convergence checks.
Fitted parameters, diagnostic plots, significance tests, and a plain-English summary — delivered before you open your laptop.
No more manually triggering runs. Fidel monitors your data pipeline and re-runs analyses automatically when new data arrives or on your schedule.
Every run includes convergence diagnostics, residual analysis, and a clear verdict: did the model improve or degrade? You get signal, not noise.
Daily, weekly, or triggered — Fidel runs when you need it, not when you remember to start it. Set it and trust it.
When your model's predictions start degrading — because the underlying data has shifted — Fidel flags it before you ship bad results.
No LaTeX required. Fidel writes up what changed, what it means, and what you should pay attention to. Readable by your whole team.
Fidel remembers which models you've run, what parameters you've tried, and what the data typically looks like. It's not a black box — it's your research memory.
Science moves at the speed of your most tedious task.
Fidel makes that task disappear.